How Much Memory Does Your Agent Actually Need?
IBM research shows that more memory doesn't equal better performance for AI agents; the right 'dosage' depends on model capability—strong models need everything, weaker ones benefit from curated retrieval, and saturated models see no gain.
Hugging Face Blog · Aug 19, 2026